Autonomous Agents
davila7/claude-code-templates/cli-tool/components/skills/ai-research/autonomous-agentsby davila78da17d671b6fNo license32K starsListed Oct 8, 2026Updated Oct 8, 2026Repository updated today
Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it's making them reliable. Every extra decision multiplies failure probability. This skill covers agent loops (ReAct, Plan-Execute), goal decomposition, reflection patterns, and production reliability. Key insight: compounding error rates kill autonomous agents. A 95% success rate per step drops to 60% b
Only the file list is public. File contents are available once the skill is installed in a workspace.
| Path | Size | Type |
|---|---|---|
| SKILL.md | 2.2 KB | text/markdown |
Source and attribution
Source:davila7/claude-code-templatesincli-tool/components/skills/ai-research/autonomous-agentsat commit8da17d6
License: No license
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